The Technical Challenge of Dark Skin
Dark skin is genuinely more difficult for AI models to render well. The reasons are partly technical—training data bias, limited dynamic range in reference images, algorithms optimized for lighter complexions—and partly photographic. Even human photographers struggled with dark skin for decades until understanding that it requires different lighting approaches, not just exposure adjustments.
The good news: when you understand what makes dark skin challenging, you can prompt specifically to overcome those challenges. This guide teaches you the lighting setups that work, the undertone vocabulary that produces accurate colors, and the prompt formulas that consistently generate beautiful results.
We're using Juggernaut Flux Pro for this guide because of its exceptional skin texture rendering and undertone accuracy. The techniques apply across models, but Juggernaut excels at the nuances that make dark skin portraits shine.